Prioritisation of Emerging Contaminants for Monitoring in Indian Aquatic Environments Based on Occurrence, Treatment Persistence and Ecological Risk
Abstract
Emerging contaminants are increasingly reported in Indian wastewater and receiving waters, but routine monitoring is constrained by the large number of substances that may require analytical attention and by evidence that is distributed unevenly across occurrence, treatment behaviour and ecological risk. This study develops a quantitative framework for prioritising contaminants for monitoring by integrating these three dimensions. Seventeen primary Indian studies were retained in the quantitative evidence base. Nine contaminants—ibuprofen, carbamazepine, diazepam, ciprofloxacin, diclofenac, bisphenol A, paracetamol, triclosan and caffeine—had sufficient evidence for integrated scoring. Occurrence was represented by the number of independent Indian studies reporting each contaminant; treatment persistence was represented by an operational persistence score based on reported or evidence-supported removal behaviour; and ecological risk was represented by a relative score derived from reported hazard or risk quotients. The three components were combined using weights of 40%, 30% and 30%, respectively. Ibuprofen obtained the highest Overall Priority Score (OPS, 85.9), followed by ciprofloxacin (78.5), carbamazepine (78.3), diclofenac (73.5) and triclosan (72.3). Caffeine had the highest occurrence coverage, with 13 independent studies, but the lowest OPS (56.2) because of comparatively lower persistence and risk contributions. Sensitivity analysis showed that ibuprofen, ciprofloxacin and carbamazepine remained within the upper part of the ranking across alternative weighting schemes, although the exact order changed. The framework provides a transparent and updateable screening approach for monitoring prioritisation while explicitly recognising heterogeneity, geographic imbalance and incomplete treatment and risk evidence in the Indian literature.
Keywords
Download Options
Introduction
Emerging contaminants (ECs) comprise a heterogeneous group of substances that are not routinely addressed within conventional environmental monitoring programmes but may enter aquatic systems and exert ecological or other environmental effects. Pharmaceuticals, personal-care products, endocrine-disrupting chemicals, antibiotics and related compounds are of particular interest because their continuous use and discharge can create repeated inputs to wastewater and receiving waters. Their environmental significance cannot be inferred from concentration alone because persistence, biological activity and toxicity vary substantially among compounds (Fent et al., 2006; Tang et al., 2020; Ortúzar et al., 2022).
Wastewater is an important pathway for the transfer of ECs to aquatic environments. Conventional wastewater treatment plants were designed primarily for removal of conventional organic matter, nutrients and pathogens, rather than the broad range of trace organic micropollutants now routinely detectable by modern analytical methods. Consequently, treatment performance varies markedly among contaminants and treatment configurations. Indian investigations have documented both substantial removal for some compounds and limited, negligible or even negative apparent removal for others (Subedi et al., 2015, 2017; Singh & Suthar, 2021b; Dubey et al., 2023).
Occurrence is therefore only one dimension of monitoring relevance. A contaminant detected repeatedly may warrant attention because of widespread environmental presence, whereas another compound with fewer occurrence observations may warrant attention because its reported ecological-risk quotient is substantially higher. Multi-criteria approaches have been used internationally to address this problem by combining occurrence, persistence, hazard and other characteristics rather than relying on a single indicator (Gaston et al., 2019; Wielens Becker et al., 2021).
The Indian evidence base is sufficiently developed to demonstrate widespread occurrence, but it remains heterogeneous in geographical coverage, environmental matrix, analytical target list, wastewater-treatment technology and ecological-risk methodology. Studies have investigated the Yamuna, Ganges and Cauvery river systems, urban lakes, municipal wastewater, sewage treatment plants and decentralized greywater systems, but the resulting evidence is fragmented across individual contaminants and evidence dimensions (Ramaswamy et al., 2011; Mutiyar et al., 2018; Singh & Suthar, 2021a,b; Biswas & Vellanki, 2021; Renganathan et al., 2021; Biswas et al., 2024).
The present study addresses this gap by developing a transparent quantitative framework for monitoring prioritisation in Indian aquatic environments. The framework integrates occurrence, treatment persistence and ecological risk, assigns explicit weights to the three dimensions, and tests the sensitivity of the resulting priorities to alternative weighting assumptions. The objective is not to establish a definitive national ranking of environmental hazard, but to provide a reproducible screening tool that converts fragmented Indian evidence into a practical set of monitoring priorities.
Conclusion
A quantitative framework was developed to prioritise emerging contaminants for monitoring in Indian aquatic environments using occurrence, treatment persistence and ecological risk. The final evidence base contained 17 primary Indian studies and supported integrated scoring of nine contaminants. Under the primary 40:30:30 weighting, ibuprofen obtained the highest OPS (85.9), followed by ciprofloxacin (78.5), carbamazepine (78.3), diclofenac (73.5) and triclosan (72.3). Caffeine was the most widely reported contaminant in the occurrence matrix but received the lowest integrated score because its persistence and risk contributions were comparatively low.
The sensitivity analysis showed that the broad upper group was relatively stable, while the exact order of several intermediate contaminants changed when persistence or ecological risk received greater weight. The results should therefore be used as a screening-level monitoring prioritisation rather than as a definitive national ranking of environmental hazard. The principal value of the framework is its transparency: new occurrence, treatment and ecological-risk evidence can be incorporated as the Indian evidence base expands. Continued harmonised monitoring and comparable treatment-fate and risk assessment will be necessary to refine these priorities and improve their national applicability.
References
- Archana, G., Dhodapkar, R., & Kumar, A. (2017). Ecotoxicological risk assessment and seasonal variation of some pharmaceuticals and personal care products in the sewage treatment plant and surface water bodies (lakes). Environmental Monitoring and Assessment, *189*, 446. https://doi.org/10.1007/s10661-017-6148-3
- Biswas, P., & Vellanki, B. P. (2021). Occurrence of emerging contaminants in highly anthropogenically influenced river Yamuna in India. Science of the Total Environment, *782*, 146741. https://doi.org/10.1016/j.scitotenv.2021.146741
- Biswas, P., Vellanki, B. P., Ravichandran, M. K., Kazmi, A. A., & Philip, L. (2024). Widespread surveillance of emerging contaminants in the Yamuna River Basin: Evaluation of surface water, sediments, groundwater, and aquatic plants. ACS ES&T Water, *4*(5), 2044-2056. https://doi.org/10.1021/acsestwater.3c00627
- Dubey, M., Vellanki, B. P., & Kazmi, A. A. (2023). Removal of emerging contaminants in conventional and advanced biological wastewater treatment plants in India—A comparison of treatment technologies. Environmental Research, *218*, 115012. https://doi.org/10.1016/j.envres.2022.115012
- Fan, H., Wang, Y., Liu, X., Wang, Y. Y. L., Kazmi, S. S. U. H., Ohore, O. E., Liu, W., & Wang, Z. (2022). Derivation of predicted no-effect concentrations for thirty-five pharmaceuticals and personal care products in freshwater ecosystem. Frontiers in Marine Science, *9*, 1043792. https://doi.org/10.3389/fmars.2022.1043792
- Fent, K., Weston, A. A., & Caminada, D. (2006). Ecotoxicology of human pharmaceuticals. Aquatic Toxicology, *76*(2), 122-159. https://doi.org/10.1016/j.aquatox.2005.09.009
- Gaston, L., Lapworth, D. J., Stuart, M., & Arnscheidt, J. (2019). Prioritization approaches for substances of emerging concern in groundwater: A critical review. Environmental Science & Technology, *53*(11), 6107-6122. https://doi.org/10.1021/acs.est.8b04490
- Kachhawaha, A. S., Nagarnaik, P. M., Labhasetwar, P. K., & Banerjee, K. (2021). Pharmaceuticals and personal care products in aqueous urban environment of western India. Water and Environment Journal, *35*, 1302-1312. https://doi.org/10.1111/wej.12720
- Kodom, K., Attiogbe, F., & Kuranchie, F. A. (2021). Assessment of removal efficiency of pharmaceutical products from wastewater in sewage treatment plants: A case of the Sewerage Systems Ghana Limited, Accra. Heliyon, *7*(11), e08385. https://doi.org/10.1016/j.heliyon.2021.e08385
- Kumar, M., Ram, B., Honda, R., Poopipattana, C., Canh, V. D., Chaminda, T., & Furumai, H. (2019). Concurrence of antibiotic resistant bacteria (ARB), viruses, pharmaceuticals and personal care products (PPCPs) in ambient waters of Guwahati, India: Urban vulnerability and resilience perspective. Science of the Total Environment, *693*, 133640.https://doi.org/10.1016/j.scitotenv.2019.133640
- Larsson, D. G. J., Andremont, A., Bengtsson-Palme, J., Brandt, K. K., de Roda Husman, A. M., Fagerstedt, P., Fick, J., Flach, C.-F., Gaze, W. H., Kuroda, M., Kvint, K., Laxminarayan, R., Manaia, C. M., Nielsen, K. M., Plant, L., Ploy, M.-C., Segovia, C., Simonet, P., Smalla, K., & Wernersson, A.-S. (2018). Critical knowledge gaps and research needs related to the environmental dimensions of antibiotic resistance. Environment International, *117*, 132-138. https://doi.org/10.1016/j.envint.2018.04.041
- Mutiyar, P. K., Gupta, S. K., & Mittal, A. K. (2018). Fate of pharmaceutical active compounds (PhACs) from River Yamuna, India: An ecotoxicological risk assessment approach. Ecotoxicology and Environmental Safety, *150*, 297-304. https://doi.org/10.1016/j.ecoenv.2017.12.041
- Ortúzar, M., Esterhuizen, M., Olicón-Hernández, D. R., González-López, J., & Aranda, E. (2022). Pharmaceutical pollution in aquatic environments: A concise review of environmental impacts and bioremediation systems. Frontiers in Microbiology, *13*, 869332. https://doi.org/10.3389/fmicb.2022.869332
- Puri, M., Gandhi, K., Kashyap, S. M., & Kumar, M. S. (2024). Occurrence, fate, and ecological risk assessment of bisphenol A, butylparaben, and diethyl-phthalate in collection systems and the wastewater treatment plant of the urban area. Environmental Quality Management, *33*(4), 635-645. https://doi.org/10.1002/tqem.22137
- Ramaswamy, B. R., Shanmugam, G., Velu, G., Rengarajan, B., & Larsson, D. G. J. (2011). GC-MS analysis and ecotoxicological risk assessment of triclosan, carbamazepine and parabens in Indian rivers. Journal of Hazardous Materials, *186*(2-3), 1586-1593. https://doi.org/10.1016/j.jhazmat.2010.12.037
- Ravichandran, M. K., Yoganathan, S., & Philip, L. (2021). Removal and risk assessment of pharmaceuticals and personal care products in a decentralized greywater treatment system serving an Indian rural community. Journal of Environmental Chemical Engineering, *9*(6), 106832. https://doi.org/10.1016/j.jece.2021.106832
- Renganathan, J., Insamam Ul Huq, S., Ramakrishnan, K., Ravichandran, M. K., & Philip, L. (2021). Spatio-temporal distribution of pharmaceutically active compounds in the River Cauvery and its tributaries, South India. Science of the Total Environment, *800*, 149340. https://doi.org/10.1016/j.scitotenv.2021.149340
- Shafi, M., Jan, R., & Gani, K. M. (2023). Selection of priority emerging contaminants in surface waters of India, Pakistan, Bangladesh, and Sri Lanka. Chemosphere, *341*, 139976. https://doi.org/10.1016/j.chemosphere.2023.139976
- Sharma, B. M., Bečanová, J., Scheringer, M., Sharma, A., Bharat, G. K., Whitehead, P. G., Klánová, J., & Nizzetto, L. (2019). Health and ecological risk assessment of emerging contaminants (pharmaceuticals, personal care products, and artificial sweeteners) in surface and groundwater (drinking water) in the Ganges River Basin, India. Science of the Total Environment, *646*, 1459-1467. https://doi.org/10.1016/j.scitotenv.2018.07.235
- Shipingana, L. N. N., Shivaraju, H. P., & Yashas, S. R. (2022). Quantitative assessment of pharmaceutical drugs in a municipal wastewater and overview of associated risks. Applied Water Science, *12*, 16. https://doi.org/10.1007/s13201-022-01570-1
- Singh, V., & Suthar, S. (2021a). Occurrence, seasonal variations, and ecological risk of pharmaceuticals and personal care products in River Ganges at two holy cities of India. Chemosphere, *268*, 129331. https://doi.org/10.1016/j.chemosphere.2020.129331
- Singh, V., & Suthar, S. (2021b). Occurrence, seasonal variation, mass loading and fate of pharmaceuticals and personal care products (PPCPs) in sewage treatment plants in cities of upper Ganges bank, India. Journal of Water Process Engineering, *44*, 102399. https://doi.org/10.1016/j.jwpe.2021.102399
- Subedi, B., Balakrishna, K., Joshua, D. I., & Kannan, K. (2017). Mass loading and removal of pharmaceuticals and personal care products including psychoactives, antihypertensives, and antibiotics in two sewage treatment plants in southern India. Chemosphere, *167*, 429-437. https://doi.org/10.1016/j.chemosphere.2016.10.026
- Subedi, B., Balakrishna, K., Sinha, R. K., Yamashita, N., Balasubramanian, V. G., & Kannan, K. (2015). Mass loading and removal of pharmaceuticals and personal care products, including psychoactive and illicit drugs and artificial sweeteners, in five sewage treatment plants in India. Journal of Environmental Chemical Engineering, *3*(4, Part A), 2882-2891. https://doi.org/10.1016/j.jece.2015.09.031
- Tang, Y., Zhong, Y., Li, H., Huang, Y., Guo, X., Yang, F., & Wu, Y. (2020). Contaminants of emerging concern in aquatic environment: Occurrence, monitoring, fate, and risk assessment. Water Environment Research, *92*, 1811-1817. https://doi.org/10.1002/wer.1438
- Vimalkumar, K., Mayilsamy, M., Arun, E., Gobinath, B., Prasanth, S., Nikhil, P. N., Krishna-Kumar, S., Srimurali, S., Mkandawire, M., & Babu-Rajendran, R. (2022). Screening of antimicrobials, fragrances, UV stabilizers, plasticizers and preservatives in sewage treatment plants (STPs) and their risk assessment in India. Chemosphere, *308*(Pt 3), 136452. https://doi.org/10.1016/j.chemosphere.2022.136452
- Wielens Becker, R., Alves Jachstet, L., Dallegrave, A., Ruiz-Padillo, A., Zanella, R., & Sirtori, C. (2021). Multi-criteria decision-making techniques associated with (Q)SAR risk assessment for ranking surface water microcontaminants identified using LC-QTOF MS. Science of the Total Environment, *797*, 149002. https://doi.org/10.1016/j.scitotenv.2021.149002.